AI & MACHINE LEARNING
Sentiment Analysis Dashboard
Analyse text sentiment and visualise positive/neutral/negative trends.
LevelCollege / Intermediate
Duration4 Weeks
Components₹800–₹2,500 CodingMedium
Project overview
Analyse text sentiment and visualise positive/neutral/negative trends.
Analyse text sentiment and visualise positive/neutral/negative trends.
Components / materials required
✓Laptop
✓Python
✓Pandas
✓NLP model/library
✓Streamlit or web UI
What the project demonstrates
✓Text preprocessing
✓Sentiment scoring
✓Charts
✓CSV upload
Suggested build plan
01
Input pipeline
Load comments/reviews.
02
Sentiment model
Classify polarity.
03
Aggregation
Summarise trends.
04
Dashboard
Present charts and examples.
Learning outcomes
✓Apply NLP sentiment models
✓Aggregate text results
✓Build data visualisations
✓Present insights responsibly